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Radio Frequency Fingerprinting Driven Drone Identification Based on Complex-valued CNN
Hao Gu, Yu Wang, Guan Gui, Sheng Hong, Hao Huang, Jie Yáng, Miao Liu, Jinlong Sun 等 9 位
Nanjing University of Posts and Telecommunications Harbin Engineering University
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摘要与影响
摘要 · 完整
Drone detection and identification technique is of great significance both in the military and civilian fields. Radio frequency (RF) fingerprinting of drone is considered as one of promising techniques due to its uniqueness. Deep learning based RF fingerprinting identification technique can extract
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学术脉络
学科主题
计算机 / AIWireless Signal Modulation Classification
Advanced SAR Imaging Techniques · Radar Systems and Signal Processing
参考文献 15
The individual identification method of wireless device based on dimensionality reduction and machine learning
被引 220Yun Lin, Xiaolei Zhu, Zhigao Zheng · The Journal of Supercomputing · 2017
Drone Pilot Identification by Classifying Radio-Control Signals
被引 70Abdulhadi Shoufan, Haitham M. Al-Angari, Muhammad Faraz Afzal Sheikh · IEEE Transactions on Information Forensics and Security · 2018
Design of a Hybrid RF Fingerprint Extraction and Device Classification Scheme
被引 304Linning Peng, Aiqun Hu, Junqing Zhang · IEEE Internet of Things Journal · 2018
此处列出前 3 条
引用本文 6
Unmanned Aerial Vehicles’ Remote Identification: A Tutorial and Survey
被引 71Kais Belwafi, Ruba Alkadi, Sultan A. Alameri · IEEE Access · 2022
A survey of Machine Learning-based Physical-Layer Authentication in wireless communications
被引 20Rui Meng, Bingxuan Xu, Xiaodong Xu · Journal of Network and Computer Applications · 2024
A Novel Lightweight Hybrid Model for Drone Identification Leveraging RF Fingerprints
被引 1Kaijie Zhou, Peipei Cao, Qingbo Li · 2024
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